None
| Description | Statistics | Visualization |
|---|---|---|
dataActivation |
Data shape: [ 3 224 224] Mean: 15.895745 Std deviation: 29.12138 |
|
conv1/7x7_s2Weights (Convolution layer) 9,472 learned parameters |
Data shape: [64 3 7 7] Mean: -2.1111498e-05 Std deviation: 0.08340639 |
|
conv1/7x7_s2Activation |
Data shape: [ 64 112 112] Mean: 11.793053 Std deviation: 31.560871 |
|
pool1/3x3_s2Activation |
Data shape: [64 56 56] Mean: 20.2426 Std deviation: 39.56237 |
|
pool1/norm1Activation |
Data shape: [64 56 56] Mean: 15.817734 Std deviation: 20.598307 |
|
conv2/3x3_reduceWeights (Convolution layer) 4,160 learned parameters |
Data shape: [64 64 1 1] Mean: -0.0033769973 Std deviation: 0.12615566 |
|
conv2/3x3_reduceActivation |
Data shape: [64 56 56] Mean: 5.283224 Std deviation: 10.525985 |
|
conv2/3x3Weights (Convolution layer) 110,784 learned parameters |
Data shape: [192 64 3 3] Mean: -0.0040681255 Std deviation: 0.041924927 |
|
conv2/3x3Activation |
Data shape: [192 56 56] Mean: 2.646848 Std deviation: 7.2267456 |
|
conv2/norm2Activation |
Data shape: [192 56 56] Mean: 2.6083398 Std deviation: 7.057347 |
|
pool2/3x3_s2Activation |
Data shape: [192 28 28] Mean: 4.561051 Std deviation: 9.595973 |
|
inception_3a/1x1Weights (Convolution layer) 12,352 learned parameters |
Data shape: [ 64 192 1 1] Mean: -0.0051996647 Std deviation: 0.06809869 |
|
inception_3a/1x1Activation |
Data shape: [64 28 28] Mean: 1.2338088 Std deviation: 4.0855665 |
|
inception_3a/3x3_reduceWeights (Convolution layer) 18,528 learned parameters |
Data shape: [ 96 192 1 1] Mean: -0.0039229244 Std deviation: 0.06674095 |
|
inception_3a/3x3_reduceActivation |
Data shape: [96 28 28] Mean: 1.9098897 Std deviation: 4.3136635 |
|
inception_3a/3x3Weights (Convolution layer) 110,720 learned parameters |
Data shape: [128 96 3 3] Mean: -0.0033886035 Std deviation: 0.030653529 |
|
inception_3a/3x3Activation |
Data shape: [128 28 28] Mean: 0.5107775 Std deviation: 1.9581809 |
|
inception_3a/5x5_reduceWeights (Convolution layer) 3,088 learned parameters |
Data shape: [ 16 192 1 1] Mean: -0.005426912 Std deviation: 0.06593831 |
|
inception_3a/5x5_reduceActivation |
Data shape: [16 28 28] Mean: 0.84724766 Std deviation: 3.1475966 |
|
inception_3a/5x5Weights (Convolution layer) 12,832 learned parameters |
Data shape: [32 16 5 5] Mean: -0.0028820308 Std deviation: 0.046666056 |
|
inception_3a/5x5Activation |
Data shape: [32 28 28] Mean: 1.003357 Std deviation: 2.097976 |
|
inception_3a/poolActivation |
Data shape: [192 28 28] Mean: 7.415684 Std deviation: 12.513404 |
|
inception_3a/pool_projWeights (Convolution layer) 6,176 learned parameters |
Data shape: [ 32 192 1 1] Mean: -0.0035419401 Std deviation: 0.06706252 |
|
inception_3a/pool_projActivation |
Data shape: [32 28 28] Mean: 1.8273971 Std deviation: 5.276762 |
|
inception_3a/outputActivation |
Data shape: [256 28 28] Mean: 0.91768515 Std deviation: 3.2145061 |
|
inception_3b/1x1Weights (Convolution layer) 32,896 learned parameters |
Data shape: [128 256 1 1] Mean: -0.003882221 Std deviation: 0.058646053 |
|
inception_3b/1x1Activation |
Data shape: [128 28 28] Mean: 0.8447924 Std deviation: 1.8774197 |
|
inception_3b/3x3_reduceWeights (Convolution layer) 32,896 learned parameters |
Data shape: [128 256 1 1] Mean: -0.0032104866 Std deviation: 0.05750208 |
|
inception_3b/3x3_reduceActivation |
Data shape: [128 28 28] Mean: 0.61590475 Std deviation: 1.4267169 |
|
inception_3b/3x3Weights (Convolution layer) 221,376 learned parameters |
Data shape: [192 128 3 3] Mean: -0.0031070423 Std deviation: 0.028595544 |
|
inception_3b/3x3Activation |
Data shape: [192 28 28] Mean: 0.19913222 Std deviation: 0.9923753 |
|
inception_3b/5x5_reduceWeights (Convolution layer) 8,224 learned parameters |
Data shape: [ 32 256 1 1] Mean: -0.0053119143 Std deviation: 0.05756529 |
|
inception_3b/5x5_reduceActivation |
Data shape: [32 28 28] Mean: 0.39824522 Std deviation: 1.1964451 |
|
inception_3b/5x5Weights (Convolution layer) 76,896 learned parameters |
Data shape: [96 32 5 5] Mean: -0.003477482 Std deviation: 0.03461207 |
|
inception_3b/5x5Activation |
Data shape: [96 28 28] Mean: 0.3238346 Std deviation: 0.8614486 |
|
inception_3b/poolActivation |
Data shape: [256 28 28] Mean: 1.6468027 Std deviation: 4.4530735 |
|
inception_3b/pool_projWeights (Convolution layer) 16,448 learned parameters |
Data shape: [ 64 256 1 1] Mean: -0.0035009887 Std deviation: 0.05976755 |
|
inception_3b/pool_projActivation |
Data shape: [64 28 28] Mean: 0.72165304 Std deviation: 1.9135113 |
|
inception_3b/outputActivation |
Data shape: [480 28 28] Mean: 0.4659182 Std deviation: 1.4317728 |
|
pool3/3x3_s2Activation |
Data shape: [480 14 14] Mean: 0.8358792 Std deviation: 2.0107877 |
|
inception_4a/1x1Weights (Convolution layer) 92,352 learned parameters |
Data shape: [192 480 1 1] Mean: -0.0036747372 Std deviation: 0.043051027 |
|
inception_4a/1x1Activation |
Data shape: [192 14 14] Mean: 0.4584952 Std deviation: 1.4802282 |
|
inception_4a/3x3_reduceWeights (Convolution layer) 46,176 learned parameters |
Data shape: [ 96 480 1 1] Mean: -0.0038105408 Std deviation: 0.043698993 |
|
inception_4a/3x3_reduceActivation |
Data shape: [96 14 14] Mean: 0.13260795 Std deviation: 0.60858774 |
|
inception_4a/3x3Weights (Convolution layer) 179,920 learned parameters |
Data shape: [208 96 3 3] Mean: -0.0022709607 Std deviation: 0.031992864 |
|
inception_4a/3x3Activation |
Data shape: [208 14 14] Mean: 0.16499224 Std deviation: 0.40041065 |
|
inception_4a/5x5_reduceWeights (Convolution layer) 7,696 learned parameters |
Data shape: [ 16 480 1 1] Mean: -0.0036749819 Std deviation: 0.04126245 |
|
inception_4a/5x5_reduceActivation |
Data shape: [16 14 14] Mean: 0.0029648049 Std deviation: 0.038739607 |
|
inception_4a/5x5Weights (Convolution layer) 19,248 learned parameters |
Data shape: [48 16 5 5] Mean: -0.0017051359 Std deviation: 0.045063667 |
|
inception_4a/5x5Activation |
Data shape: [48 14 14] Mean: 0.22764623 Std deviation: 0.05776236 |
|
inception_4a/poolActivation |
Data shape: [480 14 14] Mean: 1.4313837 Std deviation: 2.7925322 |
|
inception_4a/pool_projWeights (Convolution layer) 30,784 learned parameters |
Data shape: [ 64 480 1 1] Mean: -0.002303503 Std deviation: 0.0439739 |
|
inception_4a/pool_projActivation |
Data shape: [64 14 14] Mean: 1.671999 Std deviation: 3.7871065 |
|
inception_4a/outputActivation |
Data shape: [512 14 14] Mean: 0.46930552 Std deviation: 1.7040601 |
|
inception_4b/1x1Weights (Convolution layer) 82,080 learned parameters |
Data shape: [160 512 1 1] Mean: -0.0022355916 Std deviation: 0.04066393 |
|
inception_4b/1x1Activation |
Data shape: [160 14 14] Mean: 0.6971855 Std deviation: 1.5826508 |
|
inception_4b/3x3_reduceWeights (Convolution layer) 57,456 learned parameters |
Data shape: [112 512 1 1] Mean: -0.0034456376 Std deviation: 0.039655626 |
|
inception_4b/3x3_reduceActivation |
Data shape: [112 14 14] Mean: 0.21884933 Std deviation: 0.72055477 |
|
inception_4b/3x3Weights (Convolution layer) 226,016 learned parameters |
Data shape: [224 112 3 3] Mean: -0.002252083 Std deviation: 0.028405 |
|
inception_4b/3x3Activation |
Data shape: [224 14 14] Mean: 0.3099807 Std deviation: 0.7781405 |
|
inception_4b/5x5_reduceWeights (Convolution layer) 12,312 learned parameters |
Data shape: [ 24 512 1 1] Mean: -0.0027486652 Std deviation: 0.04091463 |
|
inception_4b/5x5_reduceActivation |
Data shape: [24 14 14] Mean: 0.4969656 Std deviation: 1.4637141 |
|
inception_4b/5x5Weights (Convolution layer) 38,464 learned parameters |
Data shape: [64 24 5 5] Mean: -0.0024261589 Std deviation: 0.03834236 |
|
inception_4b/5x5Activation |
Data shape: [64 14 14] Mean: 0.5686822 Std deviation: 1.2827212 |
|
inception_4b/poolActivation |
Data shape: [512 14 14] Mean: 0.7404624 Std deviation: 2.2439716 |
|
inception_4b/pool_projWeights (Convolution layer) 32,832 learned parameters |
Data shape: [ 64 512 1 1] Mean: -0.0026225569 Std deviation: 0.040132184 |
|
inception_4b/pool_projActivation |
Data shape: [64 14 14] Mean: 1.111037 Std deviation: 2.51029 |
|
inception_4b/outputActivation |
Data shape: [512 14 14] Mean: 0.56345195 Std deviation: 1.4533411 |
|
inception_4c/1x1Weights (Convolution layer) 65,664 learned parameters |
Data shape: [128 512 1 1] Mean: -0.0027247814 Std deviation: 0.040319834 |
|
inception_4c/1x1Activation |
Data shape: [128 14 14] Mean: 0.4214816 Std deviation: 1.3648652 |
|
inception_4c/3x3_reduceWeights (Convolution layer) 65,664 learned parameters |
Data shape: [128 512 1 1] Mean: -0.003531463 Std deviation: 0.03829798 |
|
inception_4c/3x3_reduceActivation |
Data shape: [128 14 14] Mean: 0.09083504 Std deviation: 0.43785068 |
|
inception_4c/3x3Weights (Convolution layer) 295,168 learned parameters |
Data shape: [256 128 3 3] Mean: -0.0022933087 Std deviation: 0.025441466 |
|
inception_4c/3x3Activation |
Data shape: [256 14 14] Mean: 0.15034634 Std deviation: 0.4214139 |
|
inception_4c/5x5_reduceWeights (Convolution layer) 12,312 learned parameters |
Data shape: [ 24 512 1 1] Mean: -0.004682597 Std deviation: 0.04015619 |
|
inception_4c/5x5_reduceActivation |
Data shape: [24 14 14] Mean: 0.01042436 Std deviation: 0.13216482 |
|
inception_4c/5x5Weights (Convolution layer) 38,464 learned parameters |
Data shape: [64 24 5 5] Mean: -0.0023609528 Std deviation: 0.038161874 |
|
inception_4c/5x5Activation |
Data shape: [64 14 14] Mean: 0.1857628 Std deviation: 0.11081905 |
|
inception_4c/poolActivation |
Data shape: [512 14 14] Mean: 0.8292582 Std deviation: 1.842007 |
|
inception_4c/pool_projWeights (Convolution layer) 32,832 learned parameters |
Data shape: [ 64 512 1 1] Mean: -0.0031512086 Std deviation: 0.040760424 |
|
inception_4c/pool_projActivation |
Data shape: [64 14 14] Mean: 0.99109954 Std deviation: 3.0131314 |
|
inception_4c/outputActivation |
Data shape: [512 14 14] Mean: 0.32765138 Std deviation: 1.3290489 |
|
inception_4d/1x1Weights (Convolution layer) 57,456 learned parameters |
Data shape: [112 512 1 1] Mean: -0.0027741364 Std deviation: 0.04096009 |
|
inception_4d/1x1Activation |
Data shape: [112 14 14] Mean: 0.26873976 Std deviation: 0.77438 |
|
inception_4d/3x3_reduceWeights (Convolution layer) 73,872 learned parameters |
Data shape: [144 512 1 1] Mean: -0.004055005 Std deviation: 0.040775795 |
|
inception_4d/3x3_reduceActivation |
Data shape: [144 14 14] Mean: 0.021788262 Std deviation: 0.12145944 |
|
inception_4d/3x3Weights (Convolution layer) 373,536 learned parameters |
Data shape: [288 144 3 3] Mean: -0.002670501 Std deviation: 0.026213419 |
|
inception_4d/3x3Activation |
Data shape: [288 14 14] Mean: 0.1391577 Std deviation: 0.13061365 |
|
inception_4d/5x5_reduceWeights (Convolution layer) 16,416 learned parameters |
Data shape: [ 32 512 1 1] Mean: -0.0034234447 Std deviation: 0.04067265 |
|
inception_4d/5x5_reduceActivation |
Data shape: [32 14 14] Mean: 0.13380407 Std deviation: 0.43338898 |
|
inception_4d/5x5Weights (Convolution layer) 51,264 learned parameters |
Data shape: [64 32 5 5] Mean: -0.0028978037 Std deviation: 0.033524144 |
|
inception_4d/5x5Activation |
Data shape: [64 14 14] Mean: 0.11974518 Std deviation: 0.2594968 |
|
inception_4d/poolActivation |
Data shape: [512 14 14] Mean: 0.45250914 Std deviation: 1.6216152 |
|
inception_4d/pool_projWeights (Convolution layer) 32,832 learned parameters |
Data shape: [ 64 512 1 1] Mean: -0.0027412619 Std deviation: 0.04183445 |
|
inception_4d/pool_projActivation |
Data shape: [64 14 14] Mean: 0.707949 Std deviation: 1.71864 |
|
inception_4d/outputActivation |
Data shape: [528 14 14] Mean: 0.23323615 Std deviation: 0.73257625 |
|
inception_4e/1x1Weights (Convolution layer) 135,424 learned parameters |
Data shape: [256 528 1 1] Mean: -0.003296888 Std deviation: 0.04094086 |
|
inception_4e/1x1Activation |
Data shape: [256 14 14] Mean: 0.18157828 Std deviation: 0.49357665 |
|
inception_4e/3x3_reduceWeights (Convolution layer) 84,640 learned parameters |
Data shape: [160 528 1 1] Mean: -0.0029206132 Std deviation: 0.040551115 |
|
inception_4e/3x3_reduceActivation |
Data shape: [160 14 14] Mean: 0.20573266 Std deviation: 0.54016465 |
|
inception_4e/3x3Weights (Convolution layer) 461,120 learned parameters |
Data shape: [320 160 3 3] Mean: -0.0028694193 Std deviation: 0.024237761 |
|
inception_4e/3x3Activation |
Data shape: [320 14 14] Mean: 0.09046223 Std deviation: 0.40661594 |
|
inception_4e/5x5_reduceWeights (Convolution layer) 16,928 learned parameters |
Data shape: [ 32 528 1 1] Mean: -0.0046349987 Std deviation: 0.039697494 |
|
inception_4e/5x5_reduceActivation |
Data shape: [32 14 14] Mean: 0.057234187 Std deviation: 0.2438025 |
|
inception_4e/5x5Weights (Convolution layer) 102,528 learned parameters |
Data shape: [128 32 5 5] Mean: -0.0016579591 Std deviation: 0.032331962 |
|
inception_4e/5x5Activation |
Data shape: [128 14 14] Mean: 0.1371834 Std deviation: 0.22648187 |
|
inception_4e/poolActivation |
Data shape: [528 14 14] Mean: 0.32230327 Std deviation: 0.86242497 |
|
inception_4e/pool_projWeights (Convolution layer) 67,712 learned parameters |
Data shape: [128 528 1 1] Mean: -0.0029663406 Std deviation: 0.041045234 |
|
inception_4e/pool_projActivation |
Data shape: [128 14 14] Mean: 0.39799267 Std deviation: 0.8860062 |
|
inception_4e/outputActivation |
Data shape: [832 14 14] Mean: 0.1729982 Std deviation: 0.52710545 |
|
pool4/3x3_s2Activation |
Data shape: [832 7 7] Mean: 0.23485562 Std deviation: 0.6296953 |
|
inception_5a/1x1Weights (Convolution layer) 213,248 learned parameters |
Data shape: [256 832 1 1] Mean: -0.0028460799 Std deviation: 0.03162038 |
|
inception_5a/1x1Activation |
Data shape: [256 7 7] Mean: 0.103092395 Std deviation: 0.3926257 |
|
inception_5a/3x3_reduceWeights (Convolution layer) 133,280 learned parameters |
Data shape: [160 832 1 1] Mean: -0.0030459755 Std deviation: 0.030901847 |
|
inception_5a/3x3_reduceActivation |
Data shape: [160 7 7] Mean: 0.05742527 Std deviation: 0.36655414 |
|
inception_5a/3x3Weights (Convolution layer) 461,120 learned parameters |
Data shape: [320 160 3 3] Mean: -0.0021833733 Std deviation: 0.023219282 |
|
inception_5a/3x3Activation |
Data shape: [320 7 7] Mean: 0.044011615 Std deviation: 0.12923574 |
|
inception_5a/5x5_reduceWeights (Convolution layer) 26,656 learned parameters |
Data shape: [ 32 832 1 1] Mean: -0.003782123 Std deviation: 0.030502819 |
|
inception_5a/5x5_reduceActivation |
Data shape: [32 7 7] Mean: 0.06921652 Std deviation: 0.4338715 |
|
inception_5a/5x5Weights (Convolution layer) 102,528 learned parameters |
Data shape: [128 32 5 5] Mean: -0.0017150099 Std deviation: 0.030654358 |
|
inception_5a/5x5Activation |
Data shape: [128 7 7] Mean: 0.12303548 Std deviation: 0.19010043 |
|
inception_5a/poolActivation |
Data shape: [832 7 7] Mean: 0.32769677 Std deviation: 0.76371247 |
|
inception_5a/pool_projWeights (Convolution layer) 106,624 learned parameters |
Data shape: [128 832 1 1] Mean: -0.002634529 Std deviation: 0.03218504 |
|
inception_5a/pool_projActivation |
Data shape: [128 7 7] Mean: 0.19790046 Std deviation: 0.771549 |
|
inception_5a/outputActivation |
Data shape: [832 7 7] Mean: 0.09802305 Std deviation: 0.3921217 |
|
inception_5b/1x1Weights (Convolution layer) 319,872 learned parameters |
Data shape: [384 832 1 1] Mean: -0.0016116529 Std deviation: 0.031286377 |
|
inception_5b/1x1Activation |
Data shape: [384 7 7] Mean: 0.12858315 Std deviation: 0.31236422 |
|
inception_5b/3x3_reduceWeights (Convolution layer) 159,936 learned parameters |
Data shape: [192 832 1 1] Mean: -0.0033059567 Std deviation: 0.03184385 |
|
inception_5b/3x3_reduceActivation |
Data shape: [192 7 7] Mean: 0.062264156 Std deviation: 0.21404666 |
|
inception_5b/3x3Weights (Convolution layer) 663,936 learned parameters |
Data shape: [384 192 3 3] Mean: -0.0018899275 Std deviation: 0.021453863 |
|
inception_5b/3x3Activation |
Data shape: [384 7 7] Mean: 0.11939834 Std deviation: 0.33000237 |
|
inception_5b/5x5_reduceWeights (Convolution layer) 39,984 learned parameters |
Data shape: [ 48 832 1 1] Mean: -0.003261376 Std deviation: 0.031686395 |
|
inception_5b/5x5_reduceActivation |
Data shape: [48 7 7] Mean: 0.075789995 Std deviation: 0.22772057 |
|
inception_5b/5x5Weights (Convolution layer) 153,728 learned parameters |
Data shape: [128 48 5 5] Mean: -0.001666897 Std deviation: 0.026794376 |
|
inception_5b/5x5Activation |
Data shape: [128 7 7] Mean: 0.10522788 Std deviation: 0.22765598 |
|
inception_5b/poolActivation |
Data shape: [832 7 7] Mean: 0.16229959 Std deviation: 0.49688455 |
|
inception_5b/pool_projWeights (Convolution layer) 106,624 learned parameters |
Data shape: [128 832 1 1] Mean: -0.001573836 Std deviation: 0.030929653 |
|
inception_5b/pool_projActivation |
Data shape: [128 7 7] Mean: 0.121579275 Std deviation: 0.31565005 |
|
inception_5b/outputActivation |
Data shape: [1024 7 7] Mean: 0.121343955 Std deviation: 0.31050554 |
|
pool5/7x7_s1Activation |
Data shape: [1024 1 1] Mean: 0.121343955 Std deviation: 0.27829927 |
|
loss3/classifierWeights (InnerProduct layer) 2,050 learned parameters |
Data shape: [ 2 1024] Mean: 0.00023290483 Std deviation: 0.02864417 |
Not shown |
loss3/classifierActivation |
Data shape: [2] Mean: 0.11642051 Std deviation: 1.4494555 |
|
softmaxActivation |
Data shape: [2] Mean: 0.5 Std deviation: 0.4477926 |
|
| Totals | Total learned parameters: 5,975,602 |